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feat: build nodes and edges from chat bot dsl #918 (#1372)

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### What problem does this PR solve?
feat: build nodes and edges from chat bot dsl #918


### Type of change


- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
balibabu
2024-07-04 15:15:14 +08:00
committed by GitHub
parent 1d3e4844a5
commit acd78c5ef2
7 changed files with 272 additions and 75 deletions
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144
graph/test/dsl_examples/retrieval_relevant_rewrite_and_generate.json
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@ -1,79 +1,79 @@
{
"components": {
"begin": {
"obj":{
"component_name": "Begin",
"params": {
"prologue": "Hi there!"
}
},
"downstream": ["answer:0"],
"upstream": []
},
"answer:0": {
"obj": {
"component_name": "Answer",
"params": {}
},
"downstream": ["retrieval:0"],
"upstream": ["begin", "generate:0", "switch:0"]
},
"retrieval:0": {
"obj": {
"component_name": "Retrieval",
"params": {
"similarity_threshold": 0.2,
"keywords_similarity_weight": 0.3,
"top_n": 6,
"top_k": 1024,
"rerank_id": "BAAI/bge-reranker-v2-m3",
"kb_ids": ["869a236818b811ef91dffa163e197198"],
"empty_response": "Sorry, knowledge base has noting related information."
}
},
"downstream": ["relevant:0"],
"upstream": ["answer:0"]
},
"relevant:0": {
"obj": {
"component_name": "Relevant",
"params": {
"llm_id": "deepseek-chat",
"temperature": 0.02,
"yes": "generate:0",
"no": "rewrite:0"
}
},
"downstream": ["generate:0", "rewrite:0"],
"upstream": ["retrieval:0"]
},
"generate:0": {
"obj": {
"component_name": "Generate",
"params": {
"llm_id": "deepseek-chat",
"prompt": "You are an intelligent assistant. Please answer the question based on content of knowledge base. When all knowledge base content is irrelevant to the question, your answer must include the sentence \"The answer you are looking for is not found in the knowledge base!\". Answers need to consider chat history.\n Knowledge base content is as following:\n {input}\n The above is the content of knowledge base.",
"temperature": 0.02
}
},
"downstream": ["answer:0"],
"upstream": ["relevant:0"]
},
"rewrite:0": {
"obj":{
"component_name": "RewriteQuestion",
"params": {
"llm_id": "deepseek-chat",
"temperature": 0.8
}
},
"downstream": ["retrieval:0"],
"upstream": ["relevant:0"]
}
"begin": {
"obj": {
"component_name": "Begin",
"params": {
"prologue": "Hi there!"
}
},
"downstream": ["answer:0"],
"upstream": []
},
"answer:0": {
"obj": {
"component_name": "Answer",
"params": {}
},
"downstream": ["retrieval:0"],
"upstream": ["begin", "generate:0"]
},
"retrieval:0": {
"obj": {
"component_name": "Retrieval",
"params": {
"similarity_threshold": 0.2,
"keywords_similarity_weight": 0.3,
"top_n": 6,
"top_k": 1024,
"rerank_id": "BAAI/bge-reranker-v2-m3",
"kb_ids": ["869a236818b811ef91dffa163e197198"],
"empty_response": "Sorry, knowledge base has noting related information."
}
},
"downstream": ["relevant:0"],
"upstream": ["answer:0", "rewrite:0"]
},
"relevant:0": {
"obj": {
"component_name": "Relevant",
"params": {
"llm_id": "deepseek-chat",
"temperature": 0.02,
"yes": "generate:0",
"no": "rewrite:0"
}
},
"downstream": ["generate:0", "rewrite:0"],
"upstream": ["retrieval:0"]
},
"generate:0": {
"obj": {
"component_name": "Generate",
"params": {
"llm_id": "deepseek-chat",
"prompt": "You are an intelligent assistant. Please answer the question based on content of knowledge base. When all knowledge base content is irrelevant to the question, your answer must include the sentence \"The answer you are looking for is not found in the knowledge base!\". Answers need to consider chat history.\n Knowledge base content is as following:\n {input}\n The above is the content of knowledge base.",
"temperature": 0.02
}
},
"downstream": ["answer:0"],
"upstream": ["relevant:0"]
},
"rewrite:0": {
"obj": {
"component_name": "RewriteQuestion",
"params": {
"llm_id": "deepseek-chat",
"temperature": 0.8
}
},
"downstream": ["retrieval:0"],
"upstream": ["relevant:0"]
}
},
"history": [],
"messages": [],
"path": [],
"reference": {},
"reference": [],
"answer": []
}
}